Prompt Engineering Fundamentals

Zero-shot, One-shot, and Few-shot Prompting

Chain-of-Thought and Advanced Prompting

Prompt Optimization and Evaluation

Prompt Engineering for Chatbots and AI Agents

Large Language Models (LLMs) and Transformers

Building Generative AI Applications using APIs

Retrieval Augmented Generation (RAG)

Vector Databases (FAISS, Pinecone, etc.)

Text, Image, and Multimodal AI Applications

AI Product Strategy and Lifecycle

Identifying and Validating AI Use Cases

Model and Prompt Evaluation Metrics

AI User Experience and Human-in-the-loop Design

Governance, Compliance, and Risk Management

Model Deployment and Scaling

GPU, Cloud Infrastructure, and Cost Optimization

MLOps and Model Monitoring

Security, Privacy, and Data Protection

High Availability and Production AI Systems

Azure Cognitive Services

Azure OpenAI Service

AI Model Deployment on Azure

Certification-focused Labs and Mock Exams

Amazon Bedrock and SageMaker

Training and Deploying Machine Learning Models

Data Engineering for Machine Learning

Certification Exam Preparation and Practice

End-to-End Generative AI Capstone Project

Portfolio and GitHub Review

Resume Building and LinkedIn Optimization

Mock Interviews and Job Readiness Preparation